Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "135" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 101 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 97 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.41% | 2.70% | 0.448711 | -0.565448 | -0.659276 | -1.096591 | 0.184998 | -0.702071 | 1.403596 | 1.626829 | 0.7296 | 0.7620 | 0.2923 | 2.676043 | 3.032056 |
| 2459593 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.575198 | -0.150904 | 0.116213 | -1.030420 | 1.151340 | -0.197640 | 4.701237 | 3.878478 | 0.6816 | 0.6816 | 0.2892 | 5.358011 | 5.562824 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.564719 | -0.658621 | -0.069266 | -0.779606 | -0.791514 | 1.389520 | -1.900531 | -0.062930 | 0.0299 | 0.0354 | 0.0025 | nan | nan |
| 2459591 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | -1.177571 | -0.331238 | 0.155785 | -0.552327 | 0.117489 | -0.774395 | 0.422821 | 0.345471 | 0.6163 | 0.6406 | 0.4021 | 1.606433 | 1.540759 |
| 2459590 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | -0.859718 | -0.047351 | -0.238318 | -0.904225 | -0.441957 | -0.873620 | 0.675066 | 1.160826 | 0.6233 | 0.6429 | 0.3943 | 1.386863 | 1.329974 |
| 2459589 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.23% | 0.00% | -0.606844 | 0.875884 | -0.165240 | -0.868521 | 1.153884 | 0.868760 | 2.155959 | 2.416932 | 0.6523 | 0.6523 | 0.3249 | 1.644358 | 1.688092 |
| 2459588 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.00% | 0.279766 | -0.509464 | 0.189225 | -1.035189 | 0.153583 | -0.514761 | 2.820677 | 3.110015 | 0.7242 | 0.7177 | 0.2567 | 2.582487 | 2.458138 |
| 2459587 | digital_ok | 0.00% | - | - | - | 97.90% | 2.10% | -0.846790 | -0.461060 | 0.567619 | -0.693563 | 0.556396 | -1.018421 | 0.011223 | 0.076725 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 17.84% | 0.00% | -0.713489 | -1.504518 | -0.073509 | -0.783655 | -0.649473 | -0.664577 | 2.118160 | 0.549133 | 0.6050 | 0.6289 | 0.3929 | 1.510678 | 1.526620 |
| 2459585 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.358180 | -0.424319 | 0.994715 | -1.186268 | 0.083039 | -0.341815 | -0.635449 | -0.492851 | 0.0356 | 0.0387 | 0.0042 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 88.02% | 11.38% | -0.623462 | -0.120192 | 0.627129 | -0.650145 | -0.122915 | 0.037844 | 1.554792 | 1.447179 | 0.5645 | 0.5909 | 0.3928 | 0.000000 | 0.000000 |
| 2459583 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 97.31% | 0.00% | -0.642846 | -0.577451 | 1.014597 | -0.885498 | -0.696128 | -0.985535 | 2.396676 | 1.719852 | 0.6152 | 0.6414 | 0.4159 | 0.000000 | 0.000000 |
| 2459582 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 45.41% | 0.54% | -1.096214 | -0.952206 | 0.737725 | -0.712348 | -0.510416 | -1.346544 | 0.223399 | 0.530272 | 0.6181 | 0.6425 | 0.4185 | 1.345223 | 1.338888 |
| 2459581 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459580 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 96.77% | 3.23% | -1.166404 | -0.867824 | 0.768488 | -0.848476 | -0.680524 | -0.870597 | 2.825836 | 2.395627 | 0.6222 | 0.6481 | 0.4091 | 0.000000 | 0.000000 |
| 2459579 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.76% | 0.00% | -1.256157 | -1.164827 | 1.246714 | -0.771855 | -0.392917 | -1.117971 | 0.630527 | 0.304457 | 0.6124 | 0.6388 | 0.4206 | 0.753852 | 0.840115 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.943021 | 0.252455 | -0.225901 | -0.486770 | -1.088104 | -0.447519 | 0.694391 | 0.023458 | 0.0337 | 0.0321 | 0.0016 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | -0.856598 | -0.924394 | 1.100485 | -0.966908 | -0.381328 | -0.967908 | 1.344606 | 2.028988 | 0.6215 | 0.6481 | 0.4116 | 1.537240 | 1.419134 |
| 2459576 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.30% | 1.08% | -0.926727 | -0.871084 | 0.940007 | -0.675990 | -0.384349 | -0.960211 | 2.159826 | 1.013817 | 0.6453 | 0.6708 | 0.4163 | 1.556734 | 1.505553 |
| 2459575 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 6.45% | 20.97% | -0.897549 | -0.565801 | 0.683777 | -0.690533 | 0.366547 | -0.706644 | 1.174964 | -0.499861 | 0.6997 | 0.7130 | 0.3660 | 1.969711 | 1.821467 |
| 2459574 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | -1.317775 | -1.009551 | 0.700365 | -0.774915 | 0.045963 | -0.730909 | 2.637016 | 2.249547 | 0.6423 | 0.6678 | 0.4156 | 1.481666 | 1.457066 |
| 2459573 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | -1.122532 | -0.970670 | 1.411216 | -0.940569 | -0.526616 | -0.805852 | 3.238667 | 2.275031 | 0.6316 | 0.6577 | 0.4247 | 1.480119 | 1.469436 |
| 2459572 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.54% | -1.298581 | -0.872391 | 0.721123 | -0.749827 | -0.524872 | -1.023725 | 1.579925 | 0.729206 | 0.6447 | 0.6695 | 0.4135 | 1.533289 | 1.529155 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.726204 | 0.211898 | -0.413090 | -0.565969 | -1.313386 | -0.238068 | 0.992279 | 0.357375 | 0.0322 | 0.0307 | 0.0016 | nan | nan |
| 2459570 | digital_ok | 100.00% | 29.19% | 29.19% | 0.00% | 100.00% | 0.00% | 0.626145 | 1.167465 | -1.915615 | -1.878179 | 49.211288 | 49.034831 | 0.886701 | 1.079098 | 0.4648 | 0.4897 | 0.2900 | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 2.16% | -1.299558 | -0.873990 | 0.868330 | -0.931650 | 1.922234 | -0.265687 | 1.365802 | -0.086087 | 0.7136 | 0.7301 | 0.2721 | 2.050542 | 1.905694 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | -1.014245 | 0.083476 | 1.164943 | -0.813025 | -0.738595 | -0.875982 | 2.320638 | 2.395248 | 0.6303 | 0.6535 | 0.4259 | 1.570658 | 1.521335 |
| 2459565 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | -0.474250 | -0.474250 | -0.491922 | -0.491922 | 1.366555 | 1.366555 | 0.674491 | 0.674491 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459563 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -1.783713 | -0.259517 | -1.013007 | -0.813131 | -0.250878 | -0.704424 | 1.479824 | 2.054000 | 0.6439 | 0.6624 | 0.4155 | 1.339794 | 1.389602 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.654980 | 0.218339 | 0.818498 | -0.171455 | 0.096953 | 0.014599 | 1.021542 | 1.463329 | 0.6389 | 0.6636 | 0.4191 | 1.532447 | 1.498509 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.594112 | 0.250329 | 0.646493 | -0.313893 | 0.326936 | 0.335072 | 0.707664 | 0.327398 | 0.6496 | 0.6741 | 0.4136 | 1.572942 | 1.530256 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.384982 | 0.205128 | 0.872370 | -0.307893 | 0.488935 | 0.207667 | 0.813297 | 0.657492 | 0.6394 | 0.6634 | 0.4290 | 1.514698 | 1.507685 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.54% | -0.597189 | 0.124481 | 0.812164 | -0.446644 | 0.198015 | -0.127704 | 1.262516 | 0.803463 | 0.6416 | 0.6655 | 0.4118 | 1.594985 | 1.543068 |
| 2459558 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -1.347842 | -0.166801 | 0.881815 | -0.705560 | -0.493268 | -1.211813 | 2.563326 | 1.251029 | 0.6409 | 0.6606 | 0.4217 | 1.542025 | 1.551397 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0288 | 0.0291 | 0.0015 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.986269 | -0.239906 | 0.969877 | -0.773395 | -0.513658 | -0.677129 | 1.750142 | 1.009023 | 0.6411 | 0.6633 | 0.4152 | 1.516916 | 1.494024 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6501 | 0.6717 | 0.4248 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6466 | 0.6686 | 0.4236 | nan | nan |
| 2459552 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.784445 | 9.470901 | 1.473178 | -0.100026 | 0.076771 | 0.871832 | 2.836574 | 1.637159 | 0.6530 | 0.6576 | 0.4117 | 6.661383 | 5.587543 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.634022 | 3.827462 | 0.858237 | -0.534146 | 0.286484 | -0.685929 | 1.162974 | 0.967872 | 0.6451 | 0.6535 | 0.4085 | 1.594387 | 1.545708 |
| 2459550 | digital_ok | - | 99.18% | 99.18% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0467 | 0.0467 | 0.0017 | nan | nan |
| 2459549 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.083312 | 6.252626 | 1.175460 | -0.467178 | -0.399302 | 0.607588 | 2.137959 | 1.095475 | 0.6330 | 0.6440 | 0.4245 | 2.816648 | 2.855208 |
| 2459542 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459541 | digital_ok | 100.00% | 3.58% | 3.58% | 0.00% | 100.00% | 0.00% | -1.012013 | 6.187711 | 0.155811 | -0.377031 | 18.366312 | 11.120888 | 8.934612 | 4.992843 | 0.6744 | 0.6732 | 0.3532 | 4.461357 | 3.831794 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 0.00% | -0.684995 | -0.571954 | 0.572266 | -0.296001 | -0.341271 | -0.802430 | 0.999366 | 0.507928 | 0.7117 | 0.7209 | 0.3693 | 1.531976 | 1.453887 |
| 2459536 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.069905 | -1.039857 | 2.386000 | -0.619482 | 1.057997 | -0.216832 | 6.105666 | 1.351528 | 0.6661 | 0.6860 | 0.4573 | 3.334326 | 3.561345 |
| 2459535 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.43% | 0.00% | -0.363239 | -0.614932 | 0.672626 | -0.248491 | 0.191444 | -0.443849 | 2.150141 | 0.233864 | 0.7493 | 0.7482 | 0.3864 | 1.664757 | 1.512171 |
| 2459534 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 20.98% | 0.00% | -0.511630 | -0.698518 | 0.707896 | -0.261073 | 0.269554 | -0.222564 | 1.516573 | 0.618987 | 0.7419 | 0.7398 | 0.3839 | 1.532338 | 1.498800 |
| 2459533 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.89% | 2.17% | -0.781789 | -1.051794 | 0.868270 | -0.857771 | -0.146753 | -0.565460 | 1.432484 | -0.084645 | 0.6712 | 0.6963 | 0.4291 | 1.681348 | 1.521092 |
| 2459532 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.00% | 4.44% | -0.861926 | -1.003651 | 1.518085 | -0.914185 | -0.158133 | -0.817334 | 1.017457 | -0.442285 | 0.6724 | 0.6959 | 0.4279 | 1.665456 | 1.542384 |
| 2459530 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459522 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.693197 | 0.137756 | -0.184023 | -0.766908 | -0.718684 | -0.381629 | 0.529817 | -0.433329 | 0.0351 | 0.0359 | 0.0043 | nan | nan |
| 2459508 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.854606 | -0.766954 | 0.557776 | -1.132429 | 0.527271 | -0.099358 | 5.702391 | 3.532097 | 0.8965 | 0.9450 | 0.2053 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -1.446715 | -1.066716 | 0.871312 | -0.860020 | 2.836259 | 2.942309 | 1.967448 | 0.006045 | 0.0961 | 0.1075 | 0.0061 | 1.095432 | 1.091566 |
| 2459503 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 89.47% | 0.00% | -0.137006 | -0.659847 | 1.442689 | -0.663671 | 1.789921 | -1.050450 | 1.319190 | 2.883230 | 0.8571 | 0.8568 | 0.4731 | 0.000000 | 0.000000 |
| 2459501 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.544040 | -0.662896 | 0.506208 | -0.574514 | -0.637227 | -0.773777 | 0.110587 | -0.257816 | 0.1525 | 0.1670 | 0.0342 | 0.000000 | 0.000000 |
| 2459500 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.069714 | -0.844319 | 0.366669 | -1.110741 | 1.384349 | -1.114743 | -0.485036 | -0.459617 | 0.1548 | 0.1721 | 0.0351 | 0.000000 | 0.000000 |
| 2459499 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.233963 | -0.749688 | 0.894812 | -1.190917 | 1.235491 | -0.273773 | 0.913796 | 4.860741 | 0.1579 | 0.1254 | 0.0185 | 0.000000 | 0.000000 |
| 2459498 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.132395 | -0.839802 | 0.678061 | -0.882150 | 1.140376 | -1.015568 | 0.690321 | -0.435768 | 0.1558 | 0.1613 | 0.0412 | 0.000000 | 0.000000 |
| 2459497 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.255430 | -0.844009 | 0.438094 | -0.609570 | 0.755199 | -0.987287 | 0.509132 | 0.036866 | 0.1714 | 0.1919 | 0.0404 | 0.000000 | 0.000000 |
| 2459496 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.662974 | -1.279271 | 0.956350 | -0.738871 | 1.183458 | -1.206121 | 0.235605 | 0.553789 | 0.1941 | 0.2000 | 0.0520 | 0.000000 | 0.000000 |
| 2459495 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.414362 | -1.072549 | 0.874602 | -0.695973 | 1.127132 | -1.029880 | -0.158638 | 0.301949 | 0.1910 | 0.2051 | 0.0573 | 0.000000 | 0.000000 |
| 2459494 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.785389 | -0.991383 | 0.935153 | -1.123041 | 0.752147 | -0.969348 | 0.193991 | -0.798477 | 0.1805 | 0.1975 | 0.0545 | 0.000000 | 0.000000 |
| 2459492 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.933855 | -0.973000 | 0.198832 | -0.595167 | -0.014253 | -0.902864 | 0.911391 | -0.686437 | 0.1562 | 0.1446 | 0.0413 | 0.000000 | 0.000000 |
| 2459491 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.411283 | -0.704595 | 0.530138 | -0.845247 | 0.894723 | -0.312202 | 2.475672 | 0.453405 | 0.1675 | 0.1507 | 0.0345 | 0.000000 | 0.000000 |
| 2459490 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.740199 | -0.829556 | 0.324518 | -0.631867 | 1.071848 | -0.938618 | 2.579232 | 0.242486 | 0.6987 | 0.7754 | 0.3953 | 0.000000 | 0.000000 |
| 2459489 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.458613 | -0.930597 | 0.324266 | -0.809974 | 0.530336 | -0.671310 | 3.371781 | 1.912529 | 0.7190 | 0.7836 | 0.3437 | 0.000000 | 0.000000 |
| 2459488 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 85.71% | 14.29% | -0.680871 | -0.543429 | 0.499707 | -0.570782 | 0.451874 | -0.146879 | 3.221005 | 0.337982 | 0.7195 | 0.7867 | 0.3710 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Discontinuties | 0.632368 | -1.217573 | -0.581462 | -0.066126 | -0.967623 | 0.116797 | -0.803320 | 0.554962 | 0.632368 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 2.014571 | -0.642060 | -1.085237 | -0.845622 | 0.551630 | -1.176006 | 0.175438 | 1.354390 | 2.014571 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Power | 1.112544 | -0.606603 | -1.300267 | -0.498846 | 1.112544 | -0.915544 | -0.614400 | 0.244486 | 0.615653 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 1.933007 | 0.013707 | 0.427770 | -0.992118 | 0.171716 | -0.284234 | 1.370939 | 0.780055 | 1.933007 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Variability | 0.859581 | 0.057105 | 0.530757 | -0.489946 | -0.715593 | -0.926090 | 0.859581 | 0.078726 | 0.527137 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Variability | 0.853153 | -0.577629 | -1.124894 | -0.765059 | 0.074745 | -1.123153 | 0.853153 | -0.150913 | 0.382357 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Shape | 1.168252 | 1.168252 | -1.662517 | -0.683066 | 0.410708 | -0.750767 | -0.623237 | 0.262259 | 0.471058 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Shape | 1.567096 | 1.567096 | -1.205712 | -0.450102 | 0.772598 | 0.393559 | 1.101629 | 0.989587 | 0.323236 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Shape | 1.535425 | -1.318097 | 1.535425 | 0.287001 | -0.545353 | 0.034898 | -0.545010 | 0.766265 | 1.496319 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Shape | 1.454880 | -1.279120 | 1.454880 | 0.145064 | -0.647944 | -0.277642 | -0.053660 | -0.422626 | 0.091614 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Discontinuties | 0.773642 | -0.733744 | 0.247648 | 0.382517 | -0.918906 | 0.656342 | 0.050743 | -0.229560 | 0.773642 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Discontinuties | 2.676648 | -0.982367 | 1.387866 | -0.002313 | -0.690078 | -0.141516 | 0.134134 | 1.548998 | 2.676648 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Discontinuties | 3.830611 | -1.182112 | 0.861880 | 0.154470 | -0.733599 | 0.985187 | 1.505807 | 3.098698 | 3.830611 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Discontinuties | 3.200189 | 0.568673 | -1.235915 | -0.748146 | 0.373479 | -0.486221 | -0.542497 | 3.200189 | 1.921873 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Shape | 0.798708 | 0.798708 | -0.740397 | -0.702170 | 0.400241 | -0.851705 | -0.482008 | 0.680412 | 0.599498 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Variability | 4.108335 | 0.690641 | -0.553065 | 0.491867 | 0.023014 | -0.278339 | 4.108335 | -1.267065 | -0.002137 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 2.873553 | -0.833979 | 0.611072 | -0.021911 | -0.747248 | 0.835727 | 0.520410 | 2.873553 | 2.109812 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Power | 0.349070 | -1.027153 | -0.314033 | 0.349070 | -0.661939 | -0.592325 | -0.627607 | 0.183520 | 0.229123 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 1.960814 | -0.561859 | -1.065276 | -1.034357 | 0.300021 | -0.758472 | -0.342220 | 1.799758 | 1.960814 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 2.066316 | -0.430012 | -0.566784 | 0.185795 | -1.008164 | 0.192824 | -0.822692 | 2.066316 | 1.609155 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Variability | 0.664118 | -0.789526 | -1.006337 | -1.139986 | 0.068162 | -0.950833 | 0.664118 | 0.319930 | 0.208031 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Power | inf | 315.412939 | 315.328966 | inf | inf | 56.958022 | 53.919795 | 603.520414 | 596.887558 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 2.399869 | -0.361069 | -0.792158 | -0.651599 | -0.143055 | 0.391783 | 0.163194 | 2.133289 | 2.399869 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Discontinuties | 1.626829 | 0.448711 | -0.565448 | -0.659276 | -1.096591 | 0.184998 | -0.702071 | 1.403596 | 1.626829 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 4.701237 | -0.575198 | -0.150904 | 0.116213 | -1.030420 | 1.151340 | -0.197640 | 4.701237 | 3.878478 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Variability | 1.389520 | -0.658621 | 0.564719 | -0.779606 | -0.069266 | 1.389520 | -0.791514 | -0.062930 | -1.900531 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 0.422821 | -0.331238 | -1.177571 | -0.552327 | 0.155785 | -0.774395 | 0.117489 | 0.345471 | 0.422821 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Discontinuties | 1.160826 | -0.859718 | -0.047351 | -0.238318 | -0.904225 | -0.441957 | -0.873620 | 0.675066 | 1.160826 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Discontinuties | 2.416932 | 0.875884 | -0.606844 | -0.868521 | -0.165240 | 0.868760 | 1.153884 | 2.416932 | 2.155959 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Discontinuties | 3.110015 | 0.279766 | -0.509464 | 0.189225 | -1.035189 | 0.153583 | -0.514761 | 2.820677 | 3.110015 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Power | 0.567619 | -0.461060 | -0.846790 | -0.693563 | 0.567619 | -1.018421 | 0.556396 | 0.076725 | 0.011223 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 2.118160 | -0.713489 | -1.504518 | -0.073509 | -0.783655 | -0.649473 | -0.664577 | 2.118160 | 0.549133 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Power | 0.994715 | -0.358180 | -0.424319 | 0.994715 | -1.186268 | 0.083039 | -0.341815 | -0.635449 | -0.492851 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 1.554792 | -0.623462 | -0.120192 | 0.627129 | -0.650145 | -0.122915 | 0.037844 | 1.554792 | 1.447179 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 2.396676 | -0.642846 | -0.577451 | 1.014597 | -0.885498 | -0.696128 | -0.985535 | 2.396676 | 1.719852 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Power | 0.737725 | -0.952206 | -1.096214 | -0.712348 | 0.737725 | -1.346544 | -0.510416 | 0.530272 | 0.223399 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 2.825836 | -0.867824 | -1.166404 | -0.848476 | 0.768488 | -0.870597 | -0.680524 | 2.395627 | 2.825836 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Power | 1.246714 | -1.256157 | -1.164827 | 1.246714 | -0.771855 | -0.392917 | -1.117971 | 0.630527 | 0.304457 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 0.694391 | -0.943021 | 0.252455 | -0.225901 | -0.486770 | -1.088104 | -0.447519 | 0.694391 | 0.023458 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Discontinuties | 2.028988 | -0.924394 | -0.856598 | -0.966908 | 1.100485 | -0.967908 | -0.381328 | 2.028988 | 1.344606 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 2.159826 | -0.871084 | -0.926727 | -0.675990 | 0.940007 | -0.960211 | -0.384349 | 1.013817 | 2.159826 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 1.174964 | -0.565801 | -0.897549 | -0.690533 | 0.683777 | -0.706644 | 0.366547 | -0.499861 | 1.174964 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 2.637016 | -1.317775 | -1.009551 | 0.700365 | -0.774915 | 0.045963 | -0.730909 | 2.637016 | 2.249547 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 3.238667 | -0.970670 | -1.122532 | -0.940569 | 1.411216 | -0.805852 | -0.526616 | 2.275031 | 3.238667 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 1.579925 | -0.872391 | -1.298581 | -0.749827 | 0.721123 | -1.023725 | -0.524872 | 0.729206 | 1.579925 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 0.992279 | 0.211898 | -0.726204 | -0.565969 | -0.413090 | -0.238068 | -1.313386 | 0.357375 | 0.992279 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Variability | 49.211288 | 0.626145 | 1.167465 | -1.915615 | -1.878179 | 49.211288 | 49.034831 | 0.886701 | 1.079098 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Variability | 1.922234 | -0.873990 | -1.299558 | -0.931650 | 0.868330 | -0.265687 | 1.922234 | -0.086087 | 1.365802 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Discontinuties | 2.395248 | 0.083476 | -1.014245 | -0.813025 | 1.164943 | -0.875982 | -0.738595 | 2.395248 | 2.320638 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Variability | 1.366555 | -0.474250 | -0.474250 | -0.491922 | -0.491922 | 1.366555 | 1.366555 | 0.674491 | 0.674491 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Discontinuties | 2.054000 | -1.783713 | -0.259517 | -1.013007 | -0.813131 | -0.250878 | -0.704424 | 1.479824 | 2.054000 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Discontinuties | 1.463329 | -0.654980 | 0.218339 | 0.818498 | -0.171455 | 0.096953 | 0.014599 | 1.021542 | 1.463329 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 0.707664 | -0.594112 | 0.250329 | 0.646493 | -0.313893 | 0.326936 | 0.335072 | 0.707664 | 0.327398 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Power | 0.872370 | -0.384982 | 0.205128 | 0.872370 | -0.307893 | 0.488935 | 0.207667 | 0.813297 | 0.657492 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 1.262516 | -0.597189 | 0.124481 | 0.812164 | -0.446644 | 0.198015 | -0.127704 | 1.262516 | 0.803463 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 2.563326 | -0.166801 | -1.347842 | -0.705560 | 0.881815 | -1.211813 | -0.493268 | 1.251029 | 2.563326 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 1.750142 | -0.239906 | -0.986269 | -0.773395 | 0.969877 | -0.677129 | -0.513658 | 1.009023 | 1.750142 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Shape | 9.470901 | 9.470901 | -0.784445 | -0.100026 | 1.473178 | 0.871832 | 0.076771 | 1.637159 | 2.836574 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Shape | 3.827462 | 3.827462 | -0.634022 | -0.534146 | 0.858237 | -0.685929 | 0.286484 | 0.967872 | 1.162974 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Shape | 6.252626 | -1.083312 | 6.252626 | 1.175460 | -0.467178 | -0.399302 | 0.607588 | 2.137959 | 1.095475 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Variability | 18.366312 | 6.187711 | -1.012013 | -0.377031 | 0.155811 | 11.120888 | 18.366312 | 4.992843 | 8.934612 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 0.999366 | -0.571954 | -0.684995 | -0.296001 | 0.572266 | -0.802430 | -0.341271 | 0.507928 | 0.999366 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 6.105666 | -1.039857 | -1.069905 | -0.619482 | 2.386000 | -0.216832 | 1.057997 | 1.351528 | 6.105666 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 2.150141 | -0.363239 | -0.614932 | 0.672626 | -0.248491 | 0.191444 | -0.443849 | 2.150141 | 0.233864 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 1.516573 | -0.698518 | -0.511630 | -0.261073 | 0.707896 | -0.222564 | 0.269554 | 0.618987 | 1.516573 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 1.432484 | -0.781789 | -1.051794 | 0.868270 | -0.857771 | -0.146753 | -0.565460 | 1.432484 | -0.084645 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Power | 1.518085 | -0.861926 | -1.003651 | 1.518085 | -0.914185 | -0.158133 | -0.817334 | 1.017457 | -0.442285 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 0.529817 | 0.137756 | -0.693197 | -0.766908 | -0.184023 | -0.381629 | -0.718684 | -0.433329 | 0.529817 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 5.702391 | -0.766954 | -0.854606 | -1.132429 | 0.557776 | -0.099358 | 0.527271 | 3.532097 | 5.702391 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Power | 1.935880 | -0.526049 | -0.534564 | 1.935880 | -1.039600 | 1.932460 | -1.066388 | 0.990875 | -0.251730 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Variability | 2.942309 | -1.066716 | -1.446715 | -0.860020 | 0.871312 | 2.942309 | 2.836259 | 0.006045 | 1.967448 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Discontinuties | 2.883230 | -0.137006 | -0.659847 | 1.442689 | -0.663671 | 1.789921 | -1.050450 | 1.319190 | 2.883230 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Power | 0.506208 | -0.544040 | -0.662896 | 0.506208 | -0.574514 | -0.637227 | -0.773777 | 0.110587 | -0.257816 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Variability | 1.384349 | -0.069714 | -0.844319 | 0.366669 | -1.110741 | 1.384349 | -1.114743 | -0.485036 | -0.459617 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | nn Temporal Discontinuties | 4.860741 | -0.749688 | 0.233963 | -1.190917 | 0.894812 | -0.273773 | 1.235491 | 4.860741 | 0.913796 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Variability | 1.140376 | 0.132395 | -0.839802 | 0.678061 | -0.882150 | 1.140376 | -1.015568 | 0.690321 | -0.435768 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Variability | 0.755199 | -0.844009 | 0.255430 | -0.609570 | 0.438094 | -0.987287 | 0.755199 | 0.036866 | 0.509132 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Variability | 1.183458 | 0.662974 | -1.279271 | 0.956350 | -0.738871 | 1.183458 | -1.206121 | 0.235605 | 0.553789 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Variability | 1.127132 | 0.414362 | -1.072549 | 0.874602 | -0.695973 | 1.127132 | -1.029880 | -0.158638 | 0.301949 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Power | 0.935153 | -0.991383 | 0.785389 | -1.123041 | 0.935153 | -0.969348 | 0.752147 | -0.798477 | 0.193991 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 0.911391 | -0.973000 | -0.933855 | -0.595167 | 0.198832 | -0.902864 | -0.014253 | -0.686437 | 0.911391 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 2.475672 | -0.411283 | -0.704595 | 0.530138 | -0.845247 | 0.894723 | -0.312202 | 2.475672 | 0.453405 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 2.579232 | -0.829556 | -0.740199 | -0.631867 | 0.324518 | -0.938618 | 1.071848 | 0.242486 | 2.579232 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 3.371781 | -0.458613 | -0.930597 | 0.324266 | -0.809974 | 0.530336 | -0.671310 | 3.371781 | 1.912529 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 135 | 12 | digital_ok | ee Temporal Discontinuties | 3.221005 | -0.680871 | -0.543429 | 0.499707 | -0.570782 | 0.451874 | -0.146879 | 3.221005 | 0.337982 |